Man pages for funcml
Functional Machine Learning Framework

arthritis	Arthritis survey data
auc_ci	AUC with a confidence interval.
bangladeshmaternalrisk	Bangladesh maternal risk data
birthweight	Birth weight data
breastcancerdiagnostic	Breast cancer diagnostic data
breastcancerwisconsin	Wisconsin breast cancer data
cancerremission	Cancer remission data
cd4counts	CD4 follow-up data
cigsmoke	Youth tobacco survey data
compare	Compare multiple learners with optional tuning.
compare-methods	Methods for learner comparison results.
cv	Resampling specification generator.
dca	Decision curve analysis: net benefit.
dca-methods	Methods for decision curve analysis results.
doctorvisits	Doctor visits data
estimate	Causal effect estimation via plug-in g-computation.
estimate-methods	Methods for causal estimand results.
evaluate	Cross-validated evaluation.
evaluate-methods	Methods for cross-validation results.
fit	Fit a model using the funcml interface.
fit-methods	Methods for fitted funcml models.
funcml-package	funcml: Functional Machine Learning Framework
group_cv	Grouped cross-validation.
haberman	Haberman survival data
heartdisease	Heart disease patient data
heartfailure	Heart failure data
holdout	Plain holdout resampling.
infantmortality	Infant mortality data
interpret	Model-agnostic interpretation (global + local).
interpret-ale-methods	ALE result methods.
interpret-calibration-methods	Calibration result methods.
interpret-ice-methods	ICE result methods.
interpret-interaction-methods	Interaction result methods.
interpret-local-methods	Local surrogate result methods.
interpret-local-model-methods	Local surrogate result methods for 'local_model' and 'lime'.
interpret-pdp-methods	Partial dependence result methods.
interpret-permute-methods	Permutation importance result methods.
interpret-shap-methods	SHAP result methods.
interpret-surrogate-methods	Global surrogate result methods.
ketapain	Ketamine pain management data
learners	Available learners.
list_interpretability_methods	List available interpretability methods.
list_learners	Learner inventory table with capabilities.
list_metrics	List available metrics used in scoring and resampling...
list_tunable_learners	Shortcut for learners with tuning support.
mammography	Mammography calcification data
metrics	Regression and classification metrics.
newthyroid	Thyroid function data
pimadiabetes	Pima diabetes data
roc_curve	ROC curve.
roc-methods	Methods for ROC curve results.
theme_funcml	FuncML plotting theme.
time_cv	Time-aware rolling resampling.
tune	Hyperparameter tuning via grid or random search.
tune-methods	Methods for tuning results.